Jarvis, Devon

8 publications

ICLR 2025 A Theory of Initialisation's Impact on Specialisation Devon Jarvis, Sebastian Lee, Clémentine Carla Juliette Dominé, Andrew M Saxe, Stefano Sarao Mannelli

ICLR 2025 Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks Devon Jarvis, Richard Klein, Benjamin Rosman, Andrew M Saxe

NeurIPSW 2024 A Linear Network Theory of Iterated Learning Devon Jarvis, Richard Klein, Benjamin Rosman, Andrew M Saxe

NeurIPSW 2024 A Theory of Initialisation's Impact on Specialisation Devon Jarvis, Sebastian Lee, Clémentine Carla Juliette Dominé, Andrew M Saxe, Stefano Sarao Mannelli

ICLR 2024 Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning Geraud Nangue Tasse, Devon Jarvis, Steven James, Benjamin Rosman

NeurIPS 2023 Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies Michael Beukman, Devon Jarvis, Richard Klein, Steven James, Benjamin Rosman

ICLR 2023 On the Specialization of Neural Modules Devon Jarvis, Richard Klein, Benjamin Rosman, Andrew M Saxe

NeurIPSW 2022 Skill Machines: Temporal Logic Composition in Reinforcement Learning Geraud Nangue Tasse, Devon Jarvis, Steven James, Benjamin Rosman